Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!
Get Started for Free

plot.model_parts

Plot Variable Importance Explanations


Description

Plot Variable Importance Explanations

Usage

## S3 method for class 'model_parts'
plot(x, ...)

Arguments

x

an object of the class model_parts

...

other parameters described below

Value

An object of the class ggplot.

Plot options

variable_importance

  • max_vars maximal number of features to be included in the plot. default value is 10

  • show_boxplots logical if TRUE (default) boxplot will be plotted to show permutation data.

  • bar_width width of bars. By default 10

  • desc_sorting logical. Should the bars be sorted descending? By default TRUE

  • title the plot's title, by default 'Feature Importance'

  • subtitle a character. Plot subtitle. By default NULL - then subtitle is set to "created for the XXX, YYY model", where XXX, YYY are labels of given explainers.


DALEX

moDel Agnostic Language for Exploration and eXplanation

v2.2.0
GPL
Authors
Przemyslaw Biecek [aut, cre] (<https://orcid.org/0000-0001-8423-1823>), Szymon Maksymiuk [aut] (<https://orcid.org/0000-0002-3120-1601>), Hubert Baniecki [aut] (<https://orcid.org/0000-0001-6661-5364>)
Initial release

We don't support your browser anymore

Please choose more modern alternatives, such as Google Chrome or Mozilla Firefox.